Deepfakes How Easy Are They to Make and Detect?

Abstract

A deepfake is a piece of mediaeither image, video, or speech, typically representing a human subjectwhich has been altered to be deceptive using deep neural networks (DNNs) and involves the substituting of identities between a source and a target subject.

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Document Details

Document Type
Technical Report
Publication Date
May 16, 2022
Accession Number
AD1168371

Entities

People

  • Catherine Bernaciak
  • Dominic Ross
  • Shannon Gallagher

Organizations

  • Carnegie Mellon University

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Artificial Intelligence Computing
  • Artificial Intelligence Software
  • Computer Programming
  • Computer Vision
  • Computers
  • Convolutional Neural Networks
  • Data Science
  • Deepfakes
  • Department Of Defense
  • Detection
  • Detectors
  • Engineering
  • Guarantees
  • Images
  • Machine Learning
  • Materials
  • Neural Networks
  • Software Development
  • Universities
  • Video

Fields of Study

  • Computer science

Readers

  • Educational Psychology
  • Neural Network Machine Learning.

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks